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Postgres has an extension as well (pgvector). I've been using it, great performance, great scaling options (though I'm not even close to testing the limits) an
by swalsh 4y ago
Postgres has an extension as well (pgvector). I've been using it, great performance, great scaling options (though I'm not even close to testing the limits) and gives you the full flexibility of Postgres.
It's easy enough to define a docker compose file, and deploy it to my environments.
- sroussey 4y agoThat’s what I’m setting up now. What do you use to creat the embedding? OpenAI? Which model?
- computerex 4y agoTry one of the free models on huggingface: https://huggingface.co/sentence-transformers/multi-qa-mpnet-base-dot-v1 https://huggingface.co/sentence-transformers/multi-qa-mpnet-... You can run it on your laptop and it's free.
- sroussey 4y agoThat will be equivalent or better than text-davinci-003?
- abyesilyurt 4y agoHow does it scale with the number of rows?